On Utility and Privacy in Synthetic Genomic Data

v1v2v3 (latest)

On Utility and Privacy in Synthetic Genomic Data

5 February 2021

Bristena Oprisanu

Emiliano De Cristofaro

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Papers citing "On Utility and Privacy in Synthetic Genomic Data"

7 / 7 papers shown

Title
Systematic Assessment of Tabular Data Synthesis Algorithms Yuntao Du Ninghui Li 65 6 0 09 Feb 2024
A primer on synthetic health data Jennifer Anne Bartell Sander Boisen Valentin Anders Krogh Henning Langberg Martin Bøgsted 66 1 0 31 Jan 2024
Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare V. Vallevik Aleksandar Babic S. Marshall Severin Elvatun Helga Brogger S. Alagaratnam B. Edwin Narasimha Raghavan Anne Kjersti Befring J. F. Nygård 98 22 0 24 Jan 2024
Privacy Measurement in Tabular Synthetic Data: State of the Art and Future Research Directions Alexander Boudewijn Andrea Filippo Ferraris D. Panfilo Vanessa Cocca Sabrina Zinutti Karel De Schepper Carlo Rossi Chauvenet 80 3 0 29 Nov 2023
On Rényi Differential Privacy in Statistics-Based Synthetic Data Generation Takayuki Miura Toshiki Shibahara M. Kii Atsunori Ichikawa Juko Yamamoto Koji Chida SyDa 54 0 0 31 Mar 2023
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic Data Meenatchi Sundaram Muthu Selva Annamalai Andrea Gadotti Luc Rocher MIACV 98 22 0 24 Jan 2023
A Unified Framework for Quantifying Privacy Risk in Synthetic Data M. Giomi Franziska Boenisch C. Wehmeyer Borbála Tasnádi 58 58 0 18 Nov 2022